4.7 Article

Zinc oxide and indium-gallium-zinc-oxide bi-layer synaptic device with highly linear long-term potentiation and depression characteristics

Related references

Note: Only part of the references are listed.
Article Materials Science, Multidisciplinary

Hybrid oxide brain-inspired neuromorphic devices for hardware implementation of artificial intelligence

Jingrui Wang et al.

Summary: The state-of-the-art artificial intelligence technologies rely on deep learning algorithms based on conventional computers with classical von Neumann computing architectures, but suffer from energy and time consumption due to the separation of memory and processing units. Inspired by the human brain, neuromorphic computing is proposed as a hardware implementation technology for artificial intelligence, with artificial synapses as the main component. Despite the advantages of high scalability and low power consumption, oxide memristors face stability and reliability issues in artificial synapse applications, which can be effectively improved by oxide-based hybrid structures for promising prospects in neuromorphic computing.

SCIENCE AND TECHNOLOGY OF ADVANCED MATERIALS (2021)

Article Chemistry, Multidisciplinary

High-Performance Resistive Switching in Solution-Derived IGZO:N Memristors by Microwave-Assisted Nitridation

Shin-Yi Min et al.

Summary: In this study, IGZO:N nanocomposites were synthesized through microwave-assisted nitridation to improve memristive switching characteristics in the oxide-based RS layer. The IGZO:N memristors showed superior performance in repeated cycling tests and electrical synaptic operation, demonstrating the effectiveness of microwave annealing in enhancing resistive switching behavior.

NANOMATERIALS (2021)

Article Chemistry, Physical

Training fully connected networks with resistive memories: impact of device failures

Louis P. Romero et al.

FARADAY DISCUSSIONS (2019)

Article Chemistry, Physical

Training fully connected networks with resistive memories: impact of device failures

Louis P. Romero et al.

FARADAY DISCUSSIONS (2019)

Article Nanoscience & Nanotechnology

Recommended Methods to Study Resistive Switching Devices

Mario Lanza et al.

ADVANCED ELECTRONIC MATERIALS (2019)

Article Engineering, Electrical & Electronic

Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks

Daniele Ielmini

MICROELECTRONIC ENGINEERING (2018)

Article Nanoscience & Nanotechnology

Engineering synaptic characteristics of TaOx/HfO2 bi-layered resistive switching device

Sohyeon Kim et al.

NANOTECHNOLOGY (2018)

Review Neurosciences

Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain

Chetan Singh Thakur et al.

FRONTIERS IN NEUROSCIENCE (2018)

Review Materials Science, Multidisciplinary

Recent Advances in Memristive Materials for Artificial Synapses

Sun Gil Kim et al.

ADVANCED MATERIALS TECHNOLOGIES (2018)

Article Nanoscience & Nanotechnology

Electrode-induced digital-to-analog resistive switching in TaOx-based RRAM devices

Xinyi Li et al.

NANOTECHNOLOGY (2016)

Review Chemistry, Multidisciplinary

State of the art of metal oxide memristor devices

Baker Mohammad et al.

NANOTECHNOLOGY REVIEWS (2016)

Article Nanoscience & Nanotechnology

Fully parallel write/read in resistive synaptic array for accelerating on-chip learning

Ligang Gao et al.

NANOTECHNOLOGY (2015)

Article Chemistry, Physical

Investigation of the High Mobility IGZO Thin Films by Using Co-Sputtering Method

Chao-Ming Hsu et al.

MATERIALS (2015)

Review Computer Science, Information Systems

Conduction Mechanism of Valence Change Resistive Switching Memory: A Survey

Ee Wah Lim et al.

ELECTRONICS (2015)

Article Nanoscience & Nanotechnology

Reducing Adhesion Force by Means of Atomic Layer Deposition of ZnO Films with Nanoscale Surface Roughness

Zhimin Chai et al.

ACS APPLIED MATERIALS & INTERFACES (2014)

Article Nanoscience & Nanotechnology

Forming-free bipolar resistive switching in nonstoichiometric ceria films

Muhammad Ismail et al.

NANOSCALE RESEARCH LETTERS (2014)

Article Physics, Applied

Atomic-level quantized reaction of HfOx memristor

Yong-En Syu et al.

APPLIED PHYSICS LETTERS (2013)

Article Materials Science, Multidisciplinary

Investigation on amorphous InGaZnO based resistive switching memory with low-power, high-speed, high reliability

Yang-Shun Fan et al.

THIN SOLID FILMS (2013)

Article Physics, Applied

Effects of the oxygen vacancy concentration in InGaZnO-based resistance random access memory

Moon-Seok Kim et al.

APPLIED PHYSICS LETTERS (2012)

Article Chemistry, Multidisciplinary

Effective Mobility Enhancement by Using Nanometer Dot Doping in Amorphous IGZO Thin-Film Transistors

Hsiao-Wen Zan et al.

ADVANCED MATERIALS (2011)

Article Engineering, Electrical & Electronic

A Memristor Device Model

Chris Yakopcic et al.

IEEE ELECTRON DEVICE LETTERS (2011)

Article Physics, Applied

Bipolar resistive switching in Cu/AlN/Pt nonvolatile memory device

C. Chen et al.

APPLIED PHYSICS LETTERS (2010)

Article Engineering, Electrical & Electronic

Low-Power and Nanosecond Switching in Robust Hafnium Oxide Resistive Memory With a Thin Ti Cap

H. Y. Lee et al.

IEEE ELECTRON DEVICE LETTERS (2010)

Article Physics, Applied

Nonvolatile resistive switching in spinel ZnMn2O4 and ilmenite ZnMnO3

Haiyang Peng et al.

APPLIED PHYSICS LETTERS (2009)

Article Physics, Applied

Resistive switching memory effect of ZrO2 films with Zr+ implanted

Qi Liu et al.

APPLIED PHYSICS LETTERS (2008)

Article Engineering, Electrical & Electronic

Structure effects on resistive switching of Al/TiOx/Al devices for RRAM applications

Lee-Eun Yu et al.

IEEE ELECTRON DEVICE LETTERS (2008)

Article Physics, Applied

High speed resistive switching in Pt/TiO2/TiN film for nonvolatile memory application

Chikako Yoshida et al.

APPLIED PHYSICS LETTERS (2007)

Review Chemistry, Physical

Nanoionics-based resistive switching memories

RaineR Waser et al.

NATURE MATERIALS (2007)

Article Materials Science, Multidisciplinary

Study on the Hall-effect and photoluminescence of N-doped p-type ZnO thin films

Y. J. Zeng et al.

MATERIALS LETTERS (2007)

Article Computer Science, Artificial Intelligence

A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity

G Indiveri et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS (2006)

Article Physics, Applied

Reproducible switching effect in thin oxide films for memory applications

A Beck et al.

APPLIED PHYSICS LETTERS (2000)

Article Physics, Applied

Electric-pulse-induced reversible resistance change effect in magnetoresistive films

SQ Liu et al.

APPLIED PHYSICS LETTERS (2000)